Introduction
Overview.
I'm a passionate and detail-oriented software engineer with experience developing end-to-end solutions that optimize efficiency and solve complex problems. Proficient in Python, JavaScript, and cloud platforms like AWS and GCP, I've built tools and systems such as real-time fraud detection, scalable dashboards, and advanced options analysis. My technical expertise includes frameworks like MERN, Flask, and Django, combined with strong leadership and project management skills. I am committed to creating innovative, user-friendly solutions while continuously expanding my technical and professional capabilities.
Web Developer
AI/ML Engineer
Backend Developer
Data Science
What I have done so far
Work Experience.
Software Engineer
Mindgate Solutions Pvt. Ltd.
- Developed an end-to-end Fraud Detection system for Risk Scoring in Python, achieving 85% accuracy in real-time analysis using advanced anomaly detection models and a Flask-based API.
- Trained multiple models, including Isolation Forest, DBSCAN, Logistic Regression, and Random Forest, and addressed class imbalance using SMOTE.
- Analyzed correlations among 140 transactional attributes to inform feature importance and selection and evaluated model performance using metrics such as Precision, Recall, F1 Score, and ROCAUC.
- Built a Python-based log search tool for extracting transaction details from logs stored in Amazon S3 buckets, reducing log search time to 8 seconds for 1 GB log files and 34 seconds for keywords across 20 GB files.
- Utilized AWS S3 for scalable and cost-efficient storage and managed logs using libraries like boto3 and xml.etree.ElementTree for parsing.
- Fine-tuned Microsoft Phi 3.5 Mini Instruct open-source LLM to create a chatbot for API documentation queries, reducing support query resolution time by 50%.
- Leveraged Unsloth and LoRA Models for fine-tuning on limited hardware and improved chatbot accuracy with Retrieval-Augmented Generation (RAG) and other context-based systems.
- Delivered a working proof of concept (PoC) for the chatbot within a month, deploying it using Docker and Kubernetes for scalability.
Software Engineering Intern
Embedos Engineering LLP
- Vastly improved a device-agnostic dashboard service, enabling real-time data visualization on the cloud and factory floor, resulting in a 40% improvement in operational efficiency.
- Spearheaded the development of a device-agnostic dashboard to provide seamless data collection and visualization across Embedos’s devices.
- Streamlined IoT solutions, optimizing factory data management and reducing testing issues by 35%.
- Developed an SMTP mail service compatible with both intranet and internet environments, ensuring 99.9% uptime for machine alerts in low-connectivity conditions.
- Led the development of the ACV Test and Monitoring Application, delivering intuitive UI/UX, robust backend systems, and conducting extensive testing, enhancing reliability and user engagement by 25%.
Backend Development Intern
Lairpay
- Enhanced and integrated a web-based payment system by aggregating 30-40 APIs from global payment providers, enabling seamless multi-party transactions.
- Spearheaded integration of global payment gateways, managing diverse APIs to facilitate secure global transactions.
- Implemented real-time database integration, reducing transaction reconciliation time by 50% and improving system accuracy.
- Enabled UPI payments by merging Lairpay's internal API with Timepay UPI API, improving security and user experience.
My work
Projects.
Following projects showcases my skills and experience through real-world examples of my work. Each project is briefly described with links to code repositories and live demos in it. It reflects my ability to solve complex problems, work with different technologies, and manage projects effectively.
Traffic System Learning Agent
An AI-powered traffic control simulation using reinforcement learning to optimize traffic light control and reduce vehicle wait times in simulated real-world conditions.
#python
#keras
#pygame
Property Listing Website
A secure and responsive real estate platform featuring advanced search capabilities, real-time updates, interactive dashboards, and Firebase authentication for privacy and accuracy.
#mern stack
#firebase
#d3.js
Option Chain Tool
An advanced tool for real-time options analysis, featuring customizable profiles, advanced filtering, and secure authentication to enhance the user experience.
#aws
#mern stack
#jwt
Get in touch